vetiver.BaseHandler#

class vetiver.BaseHandler(model, prototype_data)#

Base handler class for creating VetiverModel of different type.

Parameters

  • model – a trained model

  • prototype_data – An object with information (data) whose layout is to be determined.

__init__(model, prototype_data)#

Methods

__init__(model, prototype_data)

construct_prototype()

Create data prototype for a model

create_meta(metadata)

Create metadata for a model

describe()

Create description for model

handler_predict(input_data, check_prototype)

Generates method for /predict endpoint in VetiverAPI

handler_startup()

Include required packages for prediction